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MCS
2000
Springer
15 years 4 months ago
Ensemble Methods in Machine Learning
Ensemble methods are learning algorithms that construct a set of classi ers and then classify new data points by taking a (weighted) vote of their predictions. The original ensembl...
Thomas G. Dietterich
PRL
2006
111views more  PRL 2006»
15 years 1 months ago
A chaincode based scheme for fingerprint feature extraction
A feature extraction method using the chaincode representation of fingerprint ridge contours is presented. The representation allows efficient image quality enhancement and detect...
Zhixin Shi, Venu Govindaraju
CG
2002
Springer
15 years 1 months ago
Towards robust broadcasting of geometry data
We present new algorithms for the robust transmission of geometric data sets, i.e. transmission which allows the receiver to recover (an approximation of) the original geometric o...
Stephan Bischoff, Leif Kobbelt
ACCV
2010
Springer
14 years 8 months ago
PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping
We present a novel technique to accurately map the complete field-of-coverage of a camera to its pan-tilt space in an efficient manner. This camera model enables mapping the coordi...
Karthik Sankaranarayanan, James W. Davis
IJON
2011
133views more  IJON 2011»
14 years 8 months ago
Relational generative topographic mapping
Abstract. The generative topographic mapping (GTM) has been proposed as a statistical model to represent high dimensional data by means of a sparse lattice of points in latent spac...
Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer